Team member團隊成員
Marco Pun 潘 銘 浩
Co-founder · Vice Technology Director 聯合創辦人 · 技術副總監
Co-leads A-EYE's development, grounding every engineering choice in the constraints of a real shop and a real phone. 共同帶領 A-EYE 的開發,將每一項技術決策,回歸至真實超市與真實手機的限制之中。
01 Education 學歷
Marco is currently pursuing an undergraduate degree in the Department of Electrical Engineering at City University of Hong Kong, under the College of Engineering, majoring in Computer and Data Engineering. He has solid foundations in programming, electronics, and engineering communication, giving him the breadth to work across software, hardware, and embedded systems on real-world engineering projects. Marco 目前於香港城市大學工程學院電機工程系修讀本科課程,主修電子計算機及數據工程。他具備編程、電子與工程傳意的紥實基礎,讓他能夠在軟件、硬件與嵌入式系統之間游走,勝任真實工程項目中的多元任務。
He is a recipient of the HKSAR Government Scholarship Fund: Talent Development Scholarship, awarded for outstanding achievement among Hong Kong's gifted and talented students. Marco is proficient in programming, recognised in local and international competitions, and brings that competition-honed discipline — proposing, building, testing, and iterating under tight constraints — to every line of code that ships to A-EYE. 他曾獲頒香港特別行政區政府獎學基金:才藝發展獎學金,肯定其在課外成就中的傑出。Marco 熟悉編程,並於本地及國際賽事中屢獲獎項;他把比賽中磨練出的紀律——在嚴苛限制下提案、建構、測試、反覆迭代——帶進每一段交付到 A-EYE 之中。
02 About 簡介
Beyond Evenly Lab, Marco teaches. He is a Teaching Assistant at City University of Hong Kong for the EE Department's Gifted Education Programme, supporting gifted students in electronics and engineering concepts through hands-on activities. He is also a seasonal Teaching Assistant at The Chinese University of Hong Kong, supporting gifted-education courses in mathematical thinking and AI for smart-society design. He is also a STEAM Tutor at a local secondary school, training students in robotics competition — guiding them through proposals, code, and testing, producing consistent top-three placements. 均研科技之外,Marco 亦從事教學工作。他於香港城市大學擔任電機工程系資優教育課程教學助理,以動手活動支援資優學生學習電子與工程概念;亦於香港中文大學擔任季節性教學助理,支援數學思維與「AI 智能社會」相關的資優教育課程。同時,他於本地中學擔任 STEAM 導師,培訓學生機械人競賽的編程、自動程序與比賽流程,由提案、編程以至測試全程帶領,並多次帶領學生晉身三甲。
He is also a Software Engineer with the CityUHK Underwater Robotics Team, where he has gained hands-on exposure to communication architecture, data handling, and robotics development to support competition-grade system integration, testing, and debugging. The team selected as Hong Kong's representative to the International Championship in Canada, where they placed 7th Globally, after First Runner-up at the Hong Kong Regional. 他同時是香港城市大學水底機械人團隊的軟件工程師,曾參與通訊架構、數據處理及機械人開發,支援比賽級系統的整合、測試與除錯。團隊晉身加拿大國際總決賽,奪得全球第七名,此前於香港區賽奪得亞軍。
Marco's track record in engineering and competition began in secondary school, where he already showed standout results in science and technology — and went on to represent Hong Kong at the VEX Robotics USA World Championship during that period. On the personal project side, Marco built a comprehensive stock-market analysis and prediction system using multi-factor AI models — applying linear regression, XGBoost, and neural networks to a decade of historical market data, extracting multi-factor signals to forecast trends and support investment decision-making. He complements these engineering experiences with a stack of IT professional qualifications: Microsoft Certified Azure AI Associate (AI-102), JS Institute Certified Associate Web Developer, Python and Databases IT Specialist, and HKACE Youth IT Ambassador — Gold Award. Marco 的工程與比賽軌跡,始於中學時代——他中學時便在科技方面有傑出的成果,並曾代表香港前往美國參加 VEX 機械人美國世界賽。在個人項目方面,他建置了一套結合多因子 AI 模型的股票市場分析與預測系統——運用線性回歸、XGBoost 與神經網絡,處理長達十年的歷史市場數據,提取多因子訊號以預測趨勢,支援投資決策。這些工程歷練之外,他並考取一系列資訊科技專業資格:Microsoft Certified Azure AI Associate(AI-102)、JS Institute 認證助理網頁開發員、Python 與數據庫 IT 專家,以及青年資訊科技大使獎勵計劃 — 金章。
03 Why Evenly Lab 為何加入
Marco co-founded Evenly Lab because he wanted to build, alongside Ken, a product where the engineering constraints actually mattered — and where the person holding the phone at the end of the aisle was the one the team answered to. Marco 與 Ken 共同創立均研科技,因為他希望親手建構一件「工程限制具備真實意義」的產品——而團隊最終所服務的,正是貨架盡頭、真正握著手機的使用者。
The team has already secured 3 Third Prizes across two categories of the 12th Hong Kong University Student Innovation and Entrepreneurship Competition and the HKUST One Million Dollar Entrepreneurship Competition Guangzhou 2025, and reached the top 5 Hong Kong teams in the 2026 PHBS-CJBS Global Pitch Competition - Hong Kong Chapter. 團隊已於第十二屆香港大學生創新及創業大賽兩個組別,以及香港科技大學百萬獎金創業大賽廣州賽中合共奪得三項三等獎,並晉身北大滙豐-劍橋嘉治全球創新創業大賽 2026 — 香港分站賽五強。
His competition record keeps that discipline grounded. On the individual side, Marco has consistently performed across competitions: The 2nd Young STEAM Talent Award Top 50; a Gold Award at the Hong Kong International Computational Olympiad Final Round (Global Ranked Top 5); Top-4 Student at the International Olympiad in Artificial Intelligence (IOAI) Hong Kong Division (Hong Kong Ranked 2nd); a Gold Award at the Fermat Mathematical Olympiad (FMO) National Round; the Judges Award & 2nd Place Overall at the 2024 Hong Kong Tech Challenge Game; the Design Award at the 2023 Hong Kong Tech Challenge Game; and VEX Robotics USA World Championship 7th Place. 多年累積的比賽履歷,使他的工程實作始終扣連真實場景。在個人層面,Marco 曾於多項賽事中持續取得佳績,包括第 2 屆少年創科達人大獎 50 強、國際計算機奧林匹克總決賽金獎(全球五強)、國際人工智能奧林匹克(IOAI)香港選拔賽四強(全港第二)、費馬數學奧林匹克(FMO)全國賽金獎、2024 香港工程挑戰賽評判推薦獎暨全場亞軍、2023 香港工程挑戰賽設計獎,以及 VEX 機械人美國世界賽第七名。
"A working prototype on the shelf is worth a hundred slide decks. Build the thing, test it with the person who'll use it, then build it again." 「一個能放在貨架上的可用原型,勝過一百份簡報。造出來,與真正的使用者一起測試,然後再造一次。」
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